AI and memory

Wontopos (WOS) long-term memory (beta) - one memory across Claude Code, Cursor, and your agents.

Probes vector-database endpoints for unauthenticated exposure of embeddings/RAG data

Scans LLM/agent code for Unbounded Consumption / denial-of-wallet risks (OWASP LLM Top 10 2026 #6)

Local-first memory for AI agents: markdown source of truth, budget-aware recall, write gate.

Local memory your AI tools share: decisions, notes and corrections that carry across sessions.

Git for AI memory — version-controlled, searchable context that persists across sessions

An AI agent's own long-term memory, on your machine. Needs a one-time: npx anairyspirit setup

Local memory, a work tracker and a shell-command guard shared by coding agents on one machine.

Delegate mechanical text tasks to a local OpenAI-compatible LLM to save Claude quota.

Use this MCP server to plays classic text adventure games. The LLM is the player, explore, solve...

Transcribe audio locally with faster-whisper or through the OpenAI Whisper API.

Self-hostable index of AI financial agents — tokenized stocks + crypto, memory, LLM gateway.

Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.

Verify what a web page really returns over HTTP and in a browser. Deterministic, local, no LLM.

Deterministic inspect, safe repair, and JSON Schema validation for agent JSON. No LLM.

Audited memory over MCP: an append-only fact ledger plus verifiable invariants I1-I5.

MCP server for persistent, searchable memory for AI agents.

MCP-native LLM councils for debates, juries, blind panels, refinement, and custom deliberation.

Architectural decision memory for LLM-native workflows — markdown for humans, a graph for agents.

Long-term memory for agentic tasks. It tells you when it doesn't know.

Cognitive memory for coding agents: hybrid recall, remember/forget, knowledge graph, nightly dreams.

Memory for AI agents: a data bank of MTSV relations, read through one tool.

Local-first AI memory MCP server. Record, recall and consolidate memory on your own machine.

Inspectable, correctable project memory in git-versioned Markdown for AI agents.